Tag: Leadership and career
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The ultimate guide to Lean UX design
Posted on November 26, 2021, Level beginner Resource Length long
When designing a product, you often strive to achieve perfection by building a product with advanced features and offerings. You might find that rather than perfection, you only end up wasting time and resources on a product that you're not completely sure users will use. In other words, it's a demanding process that doesn't guarantee success. By Adam Fard.
Tags product-and-design frontend-and-mobile how-to leadership-and-career
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Introduction to Numpy in python
Posted on November 25, 2021, Level beginner Resource Length long
NumPy is a valuable and efficient tool for dealing with large amounts of data. NumPy is quick; thus, it's easy to work with a vast amount of data. Data analysis libraries like NumPy, SciPy, Pandas, and others have exploded in popularity due to the data science revolution. By Sonia Jessica.
Tags backend-development ai-and-machine-learning data-and-analytics how-to leadership-and-career
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I want to learn Artificial Intelligence and Machine Learning. Where can I start?
Posted on November 24, 2021, Level beginner Resource Length long
How I went from Apple Genius to startup failure to Uber Driver to Machine Learning engineer. An older article about journey to become ML expert by Daniel Bourke.
Tags cloud-and-infrastructure ai-and-machine-learning data-and-analytics how-to leadership-and-career
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How to create a storage bucket in the GCP cloud storage console
Posted on November 23, 2021, Level beginner Resource Length medium
Google Cloud provides three main services for different types of storage: Persistent Disks for block storage, Filestore for network file storage and Cloud Storage for object storage. In this blog, we are discussing the third Cloud storage for object storage in detail. By Gopal.
Tags cloud-and-infrastructure leadership-and-career how-to
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Dealing with eventual consistency and idempotency in MongoDB projections
Posted on November 21, 2021, Level intermediate Resource Length medium
Auditability, diagnostics, time travelling are usually the first mentioned features when speaking about Event Sourcing. All of them are great, but to me, projections are the real killer feature of an event-driven approach. Why? By Oskar Dudycz.
Tags cloud-and-infrastructure data-and-analytics leadership-and-career
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Amazon MemoryDB for Redis – Where speed meets consistency
Posted on November 16, 2021, Level beginner Resource Length long
Modern apps are not monolithic; they're composed of a complex graph of interconnected microservices, where the response time for one component can impact the performance of the entire system. For instance, a page load on an e-commerce website may require inputs from a dozen microservices, each of which must execute quickly to render the entire page as fast as possible so you don't lose a customer. It's critical that the data systems that support those microservices perform rapidly and reliably, and where speed is a primary concern, Redis has always been top performer. By Dr. Werner Vogels.
Tags cloud-and-infrastructure leadership-and-career architecture-and-apis data-and-analytics devops-and-ci-cd
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How to create an effective technical architectural diagram?
Posted on November 15, 2021, Level beginner Resource Length long
An Alibaba engineer shows how you can create effective architectural diagrams. By Ding Yi @Alibaba.
Tags cloud-and-infrastructure miscellaneous leadership-and-career architecture-and-apis software-engineering
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Comprehensive guide to understanding customers and making better UX decisions
Posted on November 13, 2021, Level beginner Resource Length long
User research is an integral part of the UX design process. It provides insight into your users' needs and behaviors, so that you can create better products and experiences for them. By Alexander Radahl.
Tags product-and-design leadership-and-career frontend-and-mobile
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What is artificial intelligence and how does the EU plan to regulate it?
Posted on November 12, 2021, Level beginner Resource Length short
Receiving a film recommendation on your favourite video-on-demand platform, unblocking your phone with your face, using autocorrect, and chatting with a chatbot: all of these are everyday examples of Artificial Intelligence (AI). Despite sounding futuristic, AI is already being used by European citizens daily. Its opportunities can be endless, but there are also risks on the table. By Aida Sanchez Alonso.
Tags data-and-analytics miscellaneous leadership-and-career business-and-emerging-tech ai-and-machine-learning
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Coming to grips with lifecycle management in MS Teams
Posted on November 11, 2021, Level beginner Resource Length medium
Spontaneity is not the best way to approach your Microsoft Teams deployment. Sufficient planning and strategizing need to be done to prepare for its longevity. Lifecycle management is all about being visionary and efficiently managing your Microsoft Teams deployment long after it has been rolled out. By Michal Pisarek.
Tags cloud-and-infrastructure leadership-and-career miscellaneous
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101 machine learning algorithms for data science with cheat sheets
Posted on November 10, 2021, Level beginner Resource Length medium
Your one-stop shop for machine learning algorithms. These 101 algorithms are equipped with cheat sheets, tutorials, and explanations. By Nathan Piccini.
Tags data-and-analytics leadership-and-career
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What is Smart Manufacturing?
Posted on November 6, 2021, Level beginner Resource Length long
This article explains the smart manufacturing concept through definitions commonly used in industry. Older but still relevant article by Dr. Ananth Seshan.
Tags leadership-and-career business-and-emerging-tech software-engineering miscellaneous